{"id":"W4311187385","doi":"10.36227/techrxiv.21701348.v1","title":"Electromagnetic Characterization of Conductive Aircraft CFRP Composite for Lightning Strike Protection and EMI Shielding","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Composite number; Electromagnetic shielding; EMI; Lightning (connector); Lightning strike; Electrical conductor; Materials science; Transmission line; Composite material; Shield; Structural engineering; Electromagnetic interference; Electrical engineering; Engineering; Lightning arrester; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002383596,0.0002856652,0.000143706,0.0004968517,0.0001856425,0.0002406378,0.0001378196,0.0003439737,0.000437522],"category_scores_gemma":[0.000356963,0.00009079512,0.0001732723,0.0002828149,0.0002345179,0.000223186,0.0001034493,0.0002015273,0.0001253916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264359,"about_ca_system_score_gemma":0.00009682403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001788159,"about_ca_topic_score_gemma":0.0002941898,"domain_scores_codex":[0.9997846,0.00002723111,0.000007886722,0.00003658464,0.00012163,0.00002195829],"domain_scores_gemma":[0.9997433,0.00006488011,0.00006414301,0.0000222483,0.00008893705,0.0000165794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007455415,0.0000213466,0.0005766119,0.0001162424,0.000003870706,0.0001374295,0.00006144476,0.001713012,0.9914647,0.0001755534,0.00007876853,0.005576398],"study_design_scores_gemma":[0.000005436472,0.000407773,0.007003551,0.0000125784,0.00001672792,0.0004135842,0.00008694964,0.00937691,0.9805509,0.00008010727,0.002031985,0.00001341087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750628,0.0009692935,0.01996603,0.00004417197,0.00003862541,0.00003900561,0.0001444398,0.00008683957,0.003648794],"genre_scores_gemma":[0.9927964,0.0002947317,0.005928862,0.00001715335,0.000006632235,0.00001353346,0.00008830692,0.00001114471,0.0008433039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004968517,"threshold_uncertainty_score":0.001463652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470676202958561,"score_gpt":0.2359222425289031,"score_spread":0.2212154804993175,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}